Senjuti Basu Roy

Data Management to Social Science and Back in the Future of Work
2021

Multi-Session Diversity to Improve User Satisfaction in Web Applications
2021

Peer Learning Through Targeted Dynamic Groups Formation
2021

Preface to the 2nd Workshop on Search, Exploration, and Analysis in Heterogeneous Datastores
2021

Recommending deployment strategies for collaborative tasks
2020

Task Deployment Recommendation with Worker Availability
2020

A human-in-the-loop attribute design framework for classification
2019

An Efficient Greedy Algorithm for Sequence Recommendation
2019

Human-in-the-loop Exploration of Composite Items
2019

Optimizing peer learning in online groups with affinities
2019

The ever evolving online labor market
2019

Crowdsourcing Analytics With CrowdCur
2018

Explicit Preference Elicitation for Task Completion Time
2018

Interactive exploration of composite items
2018

Task relevance and diversity as worker motivation in crowdsourcing
2018

Motivation-Aware Task Assignment in Crowdsourcing
International Conference on Extending Database Technology,, 2017

Feature Based Task Recommendation in Crowdsourcing with Implicit Observations
AAAI International Conference on Human Computing, 2017

A Probabilistic Framework for Estimating Pairwise Distances Through Crowdsourcing
International Conference on Extending Database Technology,, February 2017

Predicting 30-day risk and cost of" All-Cause" hospital readmissions
2016

Dynamic hierarchical classification for patient risk-of-readmission
2015

From Complex Object Exploration to Complex Crowdsourcing.
2015

From group recommendations to group formation
2015

Group recommendation with temporal affinities
2015

Task assignment optimization in collaborative crowdsourcing
2015

A framework to recommend interventions for 30-day heart failure readmission risk
2014

ALIAS: Author Disambiguation in Microsoft Academic Search Engine Dataset.
2014

Crowd4u: An initiative for constructing an open academic crowdsourcing network
2014

Divide-n-Discover: Discretization based data exploration framework for healthcare analytics
2014

Exploiting group recommendation functions for flexible preferences
2014

IQR: an interactive query relaxation system for the empty-answer problem
2014

Pathway-finder: An interactive recommender system for supporting personalized care pathways
2014

Prediction and Management of Readmission Risk for Congestive Heart Failure.
2014

Big data solutions for predicting risk-of-readmission for congestive heart failure patients
2013

Crowds, not drones: modeling human factors in interactive crowdsourcing
2013

Exploring preprocessing techniques for prediction of risk of readmission for congestive heart failure patients
2013

Exploring preprocessing techniques for prediction of risk of readmission for congestive heart failure patients
2013

Risk-o-meter: an intelligent clinical risk calculator
2013

The microsoft academic search challenges at kdd cup 2013
2013

The microsoft academic search dataset and kdd cup 2013
2013

Interactive itinerary planning
2011

Constructing and exploring composite items
2010

Facetedpedia: dynamic generation of query-dependent faceted interfaces for wikipedia
2010

Facetedpedia: enabling query-dependent faceted search for wikipedia
2010

Dynacet: Building dynamic faceted search systems over databases
2009

Top-k implementation techniques of minimum effort driven faceted search for databases
2009

Minimum-effort driven dynamic faceted search in structured databases
2008

Computing best coverage path in the presence of obstacles in a sensor field
2007

Edge Preserving Image Compression Technique using Adaptive Feed Forward Neural Network.
2005

Cooperative interaction of Cha-ras and cerb B genes in chemically induced hamster buccal pouch carcinogenesis
1989

Basu Roy, Senjuti (2019). Capturing Human Factors to Optimize Crowdsourced Label Acquisition through Active Learning. IEEE Data Engineering Bulletin,

Esfandiari, Mohammadreza, & Roy, Senjuti Basu, & Amer-Yahia, Sihem (2018). Eliciting Worker Preference for Task Completion. arXiv preprint arXiv:1801.03233,

Roy, Senjuti Basu, & Maria, Moushumi, & Wang, Tina, & Ehlers, Anne, & Flum, David (2018). Predicting adverse events after surgery. Big data research, 13, 29--37.

Ehlers, Anne P, & Basu Roy, Senjuti, & Khor, Sara, & Mandagani, Prathyusha, & Maria, Moushumi, & Alfonso-Cristancho, Rafael, & Flum, David R (2017). Improved Risk Prediction Following Surgery Using Machine Learning Algorithms. eGEMs (Generating Evidence & Methods to improve patient outcomes), 5(2), 3.

Mottin, Davide, & Marascu, Alice, & Basu Roy, Senjuti, & Das, Gautam, & Palpanas, Themis, & Velegrakis, Yannis (2016). A holistic and principled approach for the empty-answer problem. The VLDB Journal, 25(4), 597–622.

Ikeda, Kosetsu, & Morishima, Atsuyuki, & Rahman, Habibur, & Roy, Senjuti Basu, & Thirumuruganathan, Saravanan, & Amer-Yahia, Sihem, & Das, Gautam (2016). Collaborative crowdsourcing with crowd4U. Proceedings of the VLDB Endowment, 9(13), 1497–1500.

Rahman, Habibur, & Joppa, Lucas, & Roy, Senjuti Basu (2016). Feature based task recommendation in crowdsourcing with implicit observations. arXiv preprint arXiv:1602.03291,

Ehlers, Anne P, & Basu Roy, Senjuti, & Khor, Sara, & Mandagani, Prathyusha, & Maria, Moushumi, & Alfonso-Cristancho, Rafael, & Flum, David R (2016). Healthcare Utilomics: Improved Risk Prediction Following Surgery Using Machine Learning Algorithms. Concordium,

Ehlers, Anne, & Roy, Senjuti Basu, & Mandagani, Prathyusha, & Maria, Moushumi, & Khor, Sara, & Alfonso, Rafael, & Flum, David (2016). Healthcare Utilomics: Improved Risk Prediction Following Surgery Using Machine Learning Algorithms. Concordium 2016,

Amer-Yahia, Sihem, & Roy, Senjuti Basu (2016). Human factors in crowdsourcing. Proceedings of the VLDB Endowment, 9(13), 1615–1618.

Chin, Si-Chi, & Liu, Rui, & Roy, Senjuti B (2016). PREDICTIVE ANALYTICS IN 30-DAY HOSPITAL READMISSIONS FOR HEART FAILURE PATIENTS. Healthcare Analytics: From Data to Knowledge to Healthcare Improvement, 439,

Roy, Senjuti Basu, & Stefanidis, Kostas, & Koutrika, Georgia, & Lakshmanan, Laks VS, & Riedewald, Mirek (2016). Report on the Third International Workshop on Exploratory Search in Databases and the Web (ExploreDB 2016). ACM SIGMOD Record, 45(3), 35–38.

Amer-Yahia, Sihem, & Roy, Senjuti Basu (2016). Toward Worker-Centric Crowdsourcing.. IEEE Data Eng. Bull., 39(4), 3–13.

Basu Roy, Senjuti, & K, Ikea, & A, Morishima, & Saravanan, T, & Amer-Yahia, S, & Gautam, Das, & Habibur, Rahman (2016). Collaborative Crowdsourcing with Crowd4u. Proceedings of the VLDB Endowment,

Rahman, Habibur, & Roy, Senjuti Basu, & Thirumuruganathan, Saravanan, & Amer-Yahia, Sihem, & Das, Gautam (2015). " The Whole Is Greater Than the Sum of Its Parts": Optimization in Collaborative Crowdsourcing. arXiv preprint arXiv:1502.05106,

Roy, Senjuti Basu, & Lykourentzou, Ioanna, & Thirumuruganathan, Saravanan, & Amer-Yahia, Sihem, & Das, Gautam (2015). Task assignment optimization in knowledge-intensive crowdsourcing. The VLDB Journal, 24(4), 467--491.

Rahman, Habibur, & Thirumuruganathan, Saravanan, & Roy, Senjuti Basu, & Amer-Yahia, Sihem, & Das, Gautam (2015). Worker skill estimation in team-based tasks. Proceedings of the VLDB Endowment, 8(11), 1142--1153.

Roy, Senjuti Basu, & Eliassi-Rad, Tina, & Papadimitriou, Spiros (2014). Fast best-effort search on graphs with multiple attributes. IEEE Transactions on Knowledge and Data Engineering, 27(3), 755--768.

Roy, Senjuti Basu, & Lykourentzou, Ioanna, & Thirumuruganathan, Saravanan, & Amer-Yahia, Sihem, & Das, Gautam (2014). Optimization in knowledge-intensive crowdsourcing. arXiv preprint arXiv:1401.1302,

Mottin, Davide, & Marascu, Alice, & Roy, Senjuti Basu, & Das, Gautam, & Palpanas, Themis, & Velegrakis, Yannis (2013). A probabilistic optimization framework for the empty-answer problem. Proceedings of the VLDB Endowment, 6(14), 1762--1773.

Basu-Roy, Senjuti, & Eliassi-Rad, Tina, & Papadimitriou, Spiros (2013). Fast and effective pattern matching on weighted attributed graphs. ACM Knowledge Discovery and Data Mining,

Zolfaghar, Kiyana, & Verbiest, Nele, & Agarwal, Jayshree, & Meadem, Naren, & Chin, Si-Chi, & Roy, Senjuti Basu, & Teredesai, Ankur, & Hazel, David, & Amoroso, Paul, & Reed, Lester (2013). Predicting risk-of-readmission for congestive heart failure patients: A multi-layer approach. arXiv preprint arXiv:1306.2094,

Roy, Senjuti Basu, & Das, Gautam, & Das, Sajal K (2012). Algorithms for computing best coverage path in the presence of obstacles in a sensor field. Journal of Discrete Algorithms, 13, 86--97.

Basu Roy, Senjuti (2011). Efficient exploration techniques on large databases. Computer Science \& Engineering,

Roy, Senjuti Basu, & Amer-Yahia, Sihem, & Chawla, Ashish, & Das, Gautam, & Yu, Cong (2010). Space efficiency in group recommendation. The VLDB Journal, 19(6), 877--900.

Amer-Yahia, Sihem, & Roy, Senjuti Basu, & Chawlat, Ashish, & Das, Gautam, & Yu, Cong (2009). Group recommendation: Semantics and efficiency. Proceedings of the VLDB Endowment, 2(1), 754--765.

Sihem, Amer-Yahia, & Roy, S, & Chawlat, Ashish, & Das, Gautam, & Yu, C (2009). Group recommendation: Semantics and efficiency. Group, 2(1), 754--765.